Ciwan Ceylan - Google Scholar

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Co-authors

Michael U. GutmannUniversity of EdinburghVerified email at ed.ac.uk
Danica KragicProfessor of Computer Science, KTH - Royal Institute of TechnologyVerified email at kth.se
Petra PoklukarPhD Student, KTH Royal Institute of TechnologyVerified email at kth.se
Anastasia VaravaKTH Royal Institute of TechnologyVerified email at kth.se
Florian T. PokornyAssociate Professor, KTH Royal Institute of TechnologyVerified email at kth.se

Ciwan Ceylan

Ciwan Ceylan

PhD student at KTH Royal Institute of Technology

Verified email at kth.se - Homepage

Node embeddings Unsupervised learning Anomaly Detection Financial crime prevention


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Conditional noise-contrastive estimation of unnormalised models C Ceylan, MU Gutmann International Conference on Machine Learning, 726-734, 2018	44	2018
GraphDCA--a Framework for Node Distribution Comparison in Real and Synthetic Graphs C Ceylan, P Poklukar, H Hultin, A Kravchenko, A Varava, D Kragic arXiv preprint arXiv:2202.03884, 2022	3	2022
Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks C Ceylan, S Franzén, FT Pokorny International Conference on Machine Learning, 1395-1406, 2021	2	2021
Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs C Ceylan, K Ghoorchian, D Kragic arXiv preprint arXiv:2207.10149, 2022	1	2022
GraphDCA-a Framework for Node Distribution Comparison in Real and Synthetic Graphs P Poklukar, C Ceylan, H Hultin, O Kravchenko, A Varava, D Kragic		2022
Conditional Noise-Contrastive Estimation: With Application to Natural Image Statistics C Ceylan		2017

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